Learning to induce hierarchical structures from sequential data has shown tremendous potential in many recent works [1]}, [2]}, [3]}, [4]}, [5]}, [6]}, [7]}, [8]}. After all, many forms of sequential data, especially language, are intrinsically hierarchical in nature.
